Implementing a hub and spoke dashboard for multi-account data science projects

By Dustin Ward

AWS FeedImplementing a hub and spoke dashboard for multi-account data science projects Modern data science environments often involve many independent projects, each spanning multiple accounts. In order to maintain a global overview of the activities within the projects, a mechanism to collect data from the different accounts into a central one is crucial. In this…

Enhance your machine learning development by using a modular architecture with Amazon SageMaker projects

By Dustin Ward

AWS FeedEnhance your machine learning development by using a modular architecture with Amazon SageMaker projects One of the main challenges in a machine learning (ML) project implementation is the variety and high number of development artifacts and tools used. This includes code in notebooks, modules for data processing and transformation, environment configuration, inference pipeline, and…

Performance Efficiency in AWS Multi-Tenant SaaS Environments

By Dustin Ward

AWS FeedPerformance Efficiency in AWS Multi-Tenant SaaS Environments By Humberto Somensi, Partner Solutions Architect – AWS SaaS Factory Maximizing performance is a key area of focus for all architects. Achieving optimal performance, however, can be challenging in software-as-a-service (SaaS) environments where multi-tenant workloads can make it difficult to efficiently profile and scale your environment. While…